Dataset statistics
| Number of variables | 7 |
|---|---|
| Number of observations | 8525 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 532.8 KiB |
| Average record size in memory | 64.0 B |
Variable types
| DateTime | 1 |
|---|---|
| TimeSeries | 5 |
| Numeric | 1 |
Timeseries statistics
| Number of series | 5 |
|---|---|
| Time series length | 8525 |
| Starting point | 1986-03-13 00:00:00 |
| Ending point | 2020-01-07 00:00:00 |
| Period | 1 day, 10 hours and 46 minutes |
Open is highly overall correlated with High and 3 other fields | High correlation |
High is highly overall correlated with Open and 3 other fields | High correlation |
Low is highly overall correlated with Open and 3 other fields | High correlation |
Close is highly overall correlated with Open and 3 other fields | High correlation |
Adj Close is highly overall correlated with Open and 3 other fields | High correlation |
Open is non stationary | Non stationary |
High is non stationary | Non stationary |
Low is non stationary | Non stationary |
Close is non stationary | Non stationary |
Adj Close is non stationary | Non stationary |
Open is seasonal | Seasonal |
High is seasonal | Seasonal |
Low is seasonal | Seasonal |
Close is seasonal | Seasonal |
Adj Close is seasonal | Seasonal |
Date has unique values | Unique |
Reproduction
| Analysis started | 2023-11-17 15:25:45.186515 |
|---|---|
| Analysis finished | 2023-11-17 15:26:00.366928 |
| Duration | 15.18 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
Date
Date
UNIQUE 
| Distinct | 8525 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 133.2 KiB |
| Minimum | 1986-03-13 00:00:00 |
|---|---|
| Maximum | 2020-01-07 00:00:00 |
Open
Numeric time series
HIGH CORRELATION  NON STATIONARY  SEASONAL 
| Distinct | 4668 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.220247 |
|---|---|
| Minimum | 0.088542 |
| Maximum | 159.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 133.2 KiB |
Quantile statistics
| Minimum | 0.088542 |
|---|---|
| 5-th percentile | 0.355903 |
| Q1 | 3.414063 |
| median | 26.174999 |
| Q3 | 34.23 |
| 95-th percentile | 95.827998 |
| Maximum | 159.45 |
| Range | 159.36146 |
| Interquartile range (IQR) | 30.815937 |
Descriptive statistics
| Standard deviation | 28.626752 |
|---|---|
| Coefficient of variation (CV) | 1.0144047 |
| Kurtosis | 4.3788963 |
| Mean | 28.220247 |
| Median Absolute Deviation (MAD) | 16.542186 |
| Skewness | 1.891849 |
| Sum | 240577.6 |
| Variance | 819.49093 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Gap statistics
| number of gaps | 1765 |
|---|---|
| min | 3 days |
| max | 1 week |
| mean | 3 days, 2 hours and 57 minutes |
| std | 8 hours, 13 minutes and 22.87 seconds |
| Value | Count | Frequency (%) |
| 2.65625 | 18 | 0.2% |
| 27.01 | 17 | 0.2% |
| 0.361111 | 16 | 0.2% |
| 0.380208 | 15 | 0.2% |
| 0.409722 | 13 | 0.2% |
| 0.355903 | 12 | 0.1% |
| 0.364583 | 12 | 0.1% |
| 0.375 | 12 | 0.1% |
| 0.397569 | 12 | 0.1% |
| 2.515625 | 12 | 0.1% |
| Other values (4658) | 8386 |
| Value | Count | Frequency (%) |
| 0.088542 | 1 | < 0.1% |
| 0.090278 | 1 | < 0.1% |
| 0.092014 | 1 | < 0.1% |
| 0.092882 | 1 | < 0.1% |
| 0.094618 | 5 | |
| 0.095486 | 6 | |
| 0.09592 | 1 | < 0.1% |
| 0.096354 | 5 | |
| 0.097222 | 6 | |
| 0.09809 | 8 |
| Value | Count | Frequency (%) |
| 159.449997 | 1 | |
| 159.320007 | 1 | |
| 158.990005 | 1 | |
| 158.779999 | 1 | |
| 158.320007 | 1 | |
| 158.119995 | 1 | |
| 157.559998 | 1 | |
| 157.479996 | 1 | |
| 157.350006 | 1 | |
| 157.080002 | 1 |
High
Numeric time series
HIGH CORRELATION  NON STATIONARY  SEASONAL 
| Distinct | 4626 |
|---|---|
| Distinct (%) | 54.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.514473 |
|---|---|
| Minimum | 0.092014 |
| Maximum | 160.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 133.2 KiB |
Quantile statistics
| Minimum | 0.092014 |
|---|---|
| 5-th percentile | 0.361111 |
| Q1 | 3.460938 |
| median | 26.5 |
| Q3 | 34.669998 |
| 95-th percentile | 96.526001 |
| Maximum | 160.73 |
| Range | 160.63798 |
| Interquartile range (IQR) | 31.20906 |
Descriptive statistics
| Standard deviation | 28.848988 |
|---|---|
| Coefficient of variation (CV) | 1.0117314 |
| Kurtosis | 4.332717 |
| Mean | 28.514473 |
| Median Absolute Deviation (MAD) | 16.679687 |
| Skewness | 1.8815801 |
| Sum | 243085.89 |
| Variance | 832.26409 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Gap statistics
| number of gaps | 1765 |
|---|---|
| min | 3 days |
| max | 1 week |
| mean | 3 days, 2 hours and 57 minutes |
| std | 8 hours, 13 minutes and 22.87 seconds |
| Value | Count | Frequency (%) |
| 27.5 | 17 | 0.2% |
| 0.369792 | 15 | 0.2% |
| 0.364583 | 15 | 0.2% |
| 26 | 15 | 0.2% |
| 0.381944 | 15 | 0.2% |
| 0.362847 | 14 | 0.2% |
| 0.392361 | 14 | 0.2% |
| 0.395833 | 14 | 0.2% |
| 30 | 13 | 0.2% |
| 2.820313 | 13 | 0.2% |
| Other values (4616) | 8380 |
| Value | Count | Frequency (%) |
| 0.092014 | 1 | < 0.1% |
| 0.092882 | 1 | < 0.1% |
| 0.095486 | 3 | < 0.1% |
| 0.096354 | 2 | < 0.1% |
| 0.097222 | 6 | |
| 0.09809 | 7 | |
| 0.098958 | 8 | |
| 0.099826 | 4 | |
| 0.100694 | 8 | |
| 0.101563 | 8 |
| Value | Count | Frequency (%) |
| 160.729996 | 1 | |
| 159.949997 | 1 | |
| 159.669998 | 1 | |
| 159.550003 | 1 | |
| 159.100006 | 1 | |
| 159.020004 | 1 | |
| 158.729996 | 1 | |
| 158.490005 | 1 | |
| 158.119995 | 1 | |
| 157.770004 | 1 |
Low
Numeric time series
HIGH CORRELATION  NON STATIONARY  SEASONAL 
| Distinct | 4636 |
|---|---|
| Distinct (%) | 54.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.918967 |
|---|---|
| Minimum | 0.088542 |
| Maximum | 158.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 133.2 KiB |
Quantile statistics
| Minimum | 0.088542 |
|---|---|
| 5-th percentile | 0.3475692 |
| Q1 | 3.382813 |
| median | 25.889999 |
| Q3 | 33.75 |
| 95-th percentile | 94.169998 |
| Maximum | 158.33 |
| Range | 158.24146 |
| Interquartile range (IQR) | 30.367187 |
Descriptive statistics
| Standard deviation | 28.370344 |
|---|---|
| Coefficient of variation (CV) | 1.0161674 |
| Kurtosis | 4.4133439 |
| Mean | 27.918967 |
| Median Absolute Deviation (MAD) | 16.297501 |
| Skewness | 1.8986703 |
| Sum | 238009.19 |
| Variance | 804.87642 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Gap statistics
| number of gaps | 1765 |
|---|---|
| min | 3 days |
| max | 1 week |
| mean | 3 days, 2 hours and 57 minutes |
| std | 8 hours, 13 minutes and 22.87 seconds |
| Value | Count | Frequency (%) |
| 25.5 | 18 | 0.2% |
| 27 | 17 | 0.2% |
| 2.65625 | 17 | 0.2% |
| 0.378472 | 17 | 0.2% |
| 0.359375 | 16 | 0.2% |
| 0.347222 | 14 | 0.2% |
| 0.355903 | 14 | 0.2% |
| 2.578125 | 14 | 0.2% |
| 28.799999 | 14 | 0.2% |
| 0.373264 | 13 | 0.2% |
| Other values (4626) | 8371 |
| Value | Count | Frequency (%) |
| 0.088542 | 1 | < 0.1% |
| 0.08941 | 2 | < 0.1% |
| 0.090278 | 1 | < 0.1% |
| 0.091146 | 3 | < 0.1% |
| 0.092882 | 1 | < 0.1% |
| 0.09375 | 1 | < 0.1% |
| 0.094618 | 10 | |
| 0.095052 | 1 | < 0.1% |
| 0.095486 | 6 | |
| 0.096354 | 6 |
| Value | Count | Frequency (%) |
| 158.330002 | 1 | |
| 158.220001 | 1 | |
| 158.059998 | 1 | |
| 157.399994 | 1 | |
| 157.330002 | 1 | |
| 157.270004 | 1 | |
| 157.119995 | 1 | |
| 156.729996 | 1 | |
| 156.509995 | 1 | |
| 156.449997 | 1 |
Close
Numeric time series
HIGH CORRELATION  NON STATIONARY  SEASONAL 
| Distinct | 4823 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.22448 |
|---|---|
| Minimum | 0.090278 |
| Maximum | 160.61999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 133.2 KiB |
Quantile statistics
| Minimum | 0.090278 |
|---|---|
| 5-th percentile | 0.355903 |
| Q1 | 3.414063 |
| median | 26.16 |
| Q3 | 34.23 |
| 95-th percentile | 95.405998 |
| Maximum | 160.61999 |
| Range | 160.52972 |
| Interquartile range (IQR) | 30.815937 |
Descriptive statistics
| Standard deviation | 28.626571 |
|---|---|
| Coefficient of variation (CV) | 1.0142462 |
| Kurtosis | 4.3776494 |
| Mean | 28.22448 |
| Median Absolute Deviation (MAD) | 16.549999 |
| Skewness | 1.8913229 |
| Sum | 240613.7 |
| Variance | 819.48057 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Gap statistics
| number of gaps | 1765 |
|---|---|
| min | 3 days |
| max | 1 week |
| mean | 3 days, 2 hours and 57 minutes |
| std | 8 hours, 13 minutes and 22.87 seconds |
| Value | Count | Frequency (%) |
| 0.361111 | 16 | 0.2% |
| 27.25 | 13 | 0.2% |
| 0.345486 | 12 | 0.1% |
| 2.460938 | 12 | 0.1% |
| 0.359375 | 12 | 0.1% |
| 0.364583 | 11 | 0.1% |
| 0.369792 | 11 | 0.1% |
| 0.355903 | 11 | 0.1% |
| 25.719999 | 11 | 0.1% |
| 0.387153 | 11 | 0.1% |
| Other values (4813) | 8405 |
| Value | Count | Frequency (%) |
| 0.090278 | 1 | < 0.1% |
| 0.092014 | 1 | < 0.1% |
| 0.092882 | 1 | < 0.1% |
| 0.09375 | 1 | < 0.1% |
| 0.094618 | 4 | |
| 0.095486 | 5 | |
| 0.09592 | 1 | < 0.1% |
| 0.096354 | 6 | |
| 0.097222 | 8 | |
| 0.09809 | 8 |
| Value | Count | Frequency (%) |
| 160.619995 | 1 | |
| 159.029999 | 1 | |
| 158.960007 | 1 | |
| 158.669998 | 1 | |
| 158.619995 | 1 | |
| 157.699997 | 1 | |
| 157.589996 | 1 | |
| 157.580002 | 1 | |
| 157.410004 | 2 | |
| 157.380005 | 1 |
Adj Close
Numeric time series
HIGH CORRELATION  NON STATIONARY  SEASONAL 
| Distinct | 6428 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.417934 |
|---|---|
| Minimum | 0.058081 |
| Maximum | 160.61999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 133.2 KiB |
Quantile statistics
| Minimum | 0.058081 |
|---|---|
| 5-th percentile | 0.228973 |
| Q1 | 2.196463 |
| median | 18.441576 |
| Q3 | 25.392508 |
| 95-th percentile | 92.850152 |
| Maximum | 160.61999 |
| Range | 160.56191 |
| Interquartile range (IQR) | 23.196045 |
Descriptive statistics
| Standard deviation | 28.19533 |
|---|---|
| Coefficient of variation (CV) | 1.2040059 |
| Kurtosis | 5.921574 |
| Mean | 23.417934 |
| Median Absolute Deviation (MAD) | 13.129929 |
| Skewness | 2.3298815 |
| Sum | 199637.89 |
| Variance | 794.97664 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1 |
Gap statistics
| number of gaps | 1765 |
|---|---|
| min | 3 days |
| max | 1 week |
| mean | 3 days, 2 hours and 57 minutes |
| std | 8 hours, 13 minutes and 22.87 seconds |
| Value | Count | Frequency (%) |
| 0.232324 | 16 | 0.2% |
| 0.222271 | 12 | 0.1% |
| 1.583263 | 12 | 0.1% |
| 0.231207 | 12 | 0.1% |
| 0.239025 | 11 | 0.1% |
| 0.249078 | 11 | 0.1% |
| 0.24461 | 11 | 0.1% |
| 0.228973 | 11 | 0.1% |
| 0.237908 | 11 | 0.1% |
| 0.236791 | 11 | 0.1% |
| Other values (6418) | 8407 |
| Value | Count | Frequency (%) |
| 0.058081 | 1 | < 0.1% |
| 0.059198 | 1 | < 0.1% |
| 0.059756 | 1 | < 0.1% |
| 0.060315 | 1 | < 0.1% |
| 0.060873 | 4 | |
| 0.061432 | 5 | |
| 0.061711 | 1 | < 0.1% |
| 0.06199 | 6 | |
| 0.062549 | 8 | |
| 0.063107 | 8 |
| Value | Count | Frequency (%) |
| 160.619995 | 1 | |
| 159.029999 | 1 | |
| 158.960007 | 1 | |
| 158.669998 | 1 | |
| 158.619995 | 1 | |
| 157.699997 | 1 | |
| 157.589996 | 1 | |
| 157.580002 | 1 | |
| 157.410004 | 2 | |
| 157.380005 | 1 |
Volume
Real number (ℝ)
| Distinct | 8337 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60456921 |
| Minimum | 2304000 |
|---|---|
| Maximum | 1.0317888 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 133.2 KiB |
Quantile statistics
| Minimum | 2304000 |
|---|---|
| 5-th percentile | 19646200 |
| Q1 | 36679600 |
| median | 53702400 |
| Q3 | 74123500 |
| 95-th percentile | 1.2419282 × 108 |
| Maximum | 1.0317888 × 109 |
| Range | 1.0294848 × 109 |
| Interquartile range (IQR) | 37443900 |
Descriptive statistics
| Standard deviation | 38912246 |
|---|---|
| Coefficient of variation (CV) | 0.64363593 |
| Kurtosis | 81.284995 |
| Mean | 60456921 |
| Median Absolute Deviation (MAD) | 18336000 |
| Skewness | 5.1468521 |
| Sum | 5.1539525 × 1011 |
| Variance | 1.5141629 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18316800 | 4 | < 0.1% |
| 3427200 | 3 | < 0.1% |
| 82006400 | 3 | < 0.1% |
| 37843200 | 3 | < 0.1% |
| 48729600 | 3 | < 0.1% |
| 47577600 | 3 | < 0.1% |
| 58752000 | 3 | < 0.1% |
| 67750400 | 3 | < 0.1% |
| 69436800 | 3 | < 0.1% |
| 84297600 | 3 | < 0.1% |
| Other values (8327) | 8494 |
| Value | Count | Frequency (%) |
| 2304000 | 1 | < 0.1% |
| 2332800 | 1 | < 0.1% |
| 2419200 | 1 | < 0.1% |
| 2505600 | 1 | < 0.1% |
| 2822400 | 1 | < 0.1% |
| 3254400 | 1 | < 0.1% |
| 3427200 | 3 | |
| 3513600 | 1 | < 0.1% |
| 3542400 | 1 | < 0.1% |
| 3657600 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1031788800 | 1 | |
| 788688000 | 1 | |
| 764504000 | 1 | |
| 591052200 | 1 | |
| 326028800 | 1 | |
| 324000000 | 1 | |
| 319317900 | 1 | |
| 317894400 | 1 | |
| 317750400 | 1 | |
| 313645800 | 1 |
| Open | High | Low | Close | Adj Close | Volume | |
|---|---|---|---|---|---|---|
| Open | 1.000 | 1.000 | 1.000 | 0.999 | 0.982 | -0.353 |
| High | 1.000 | 1.000 | 0.999 | 1.000 | 0.981 | -0.348 |
| Low | 1.000 | 0.999 | 1.000 | 1.000 | 0.983 | -0.358 |
| Close | 0.999 | 1.000 | 1.000 | 1.000 | 0.982 | -0.353 |
| Adj Close | 0.982 | 0.981 | 0.983 | 0.982 | 1.000 | -0.375 |
| Volume | -0.353 | -0.348 | -0.358 | -0.353 | -0.375 | 1.000 |
| Date | Open | High | Low | Close | Adj Close | Volume | |
|---|---|---|---|---|---|---|---|
| 1986-03-13 | 1986-03-13 | 0.088542 | 0.101563 | 0.088542 | 0.097222 | 0.062549 | 1031788800 |
| 1986-03-14 | 1986-03-14 | 0.097222 | 0.102431 | 0.097222 | 0.100694 | 0.064783 | 308160000 |
| 1986-03-17 | 1986-03-17 | 0.100694 | 0.103299 | 0.100694 | 0.102431 | 0.065899 | 133171200 |
| 1986-03-18 | 1986-03-18 | 0.102431 | 0.103299 | 0.098958 | 0.099826 | 0.064224 | 67766400 |
| 1986-03-19 | 1986-03-19 | 0.099826 | 0.100694 | 0.097222 | 0.098090 | 0.063107 | 47894400 |
| 1986-03-20 | 1986-03-20 | 0.098090 | 0.098090 | 0.094618 | 0.095486 | 0.061432 | 58435200 |
| 1986-03-21 | 1986-03-21 | 0.095486 | 0.097222 | 0.091146 | 0.092882 | 0.059756 | 59990400 |
| 1986-03-24 | 1986-03-24 | 0.092882 | 0.092882 | 0.089410 | 0.090278 | 0.058081 | 65289600 |
| 1986-03-25 | 1986-03-25 | 0.090278 | 0.092014 | 0.089410 | 0.092014 | 0.059198 | 32083200 |
| 1986-03-26 | 1986-03-26 | 0.092014 | 0.095486 | 0.091146 | 0.094618 | 0.060873 | 22752000 |
| Date | Open | High | Low | Close | Adj Close | Volume | |
|---|---|---|---|---|---|---|---|
| 2019-12-23 | 2019-12-23 | 158.119995 | 158.119995 | 157.270004 | 157.410004 | 157.410004 | 17718200 |
| 2019-12-24 | 2019-12-24 | 157.479996 | 157.710007 | 157.119995 | 157.380005 | 157.380005 | 8989200 |
| 2019-12-26 | 2019-12-26 | 157.559998 | 158.729996 | 157.399994 | 158.669998 | 158.669998 | 14520600 |
| 2019-12-27 | 2019-12-27 | 159.449997 | 159.550003 | 158.220001 | 158.960007 | 158.960007 | 18412800 |
| 2019-12-30 | 2019-12-30 | 158.990005 | 159.020004 | 156.729996 | 157.589996 | 157.589996 | 16348400 |
| 2019-12-31 | 2019-12-31 | 156.770004 | 157.770004 | 156.449997 | 157.699997 | 157.699997 | 18369400 |
| 2020-01-02 | 2020-01-02 | 158.779999 | 160.729996 | 158.330002 | 160.619995 | 160.619995 | 22622100 |
| 2020-01-03 | 2020-01-03 | 158.320007 | 159.949997 | 158.059998 | 158.619995 | 158.619995 | 21116200 |
| 2020-01-06 | 2020-01-06 | 157.080002 | 159.100006 | 156.509995 | 159.029999 | 159.029999 | 20813700 |
| 2020-01-07 | 2020-01-07 | 159.320007 | 159.669998 | 157.330002 | 157.580002 | 157.580002 | 18017762 |